...by AI
The market has seen several mediocre solutions that nobody loves. Unless you can offer something fundamentally different, you’ll likely struggle to stand out or make money.
Don't build it.
You're entering a crowded space with your AI-powered real estate report generator and property organizer. The "Swamp" category isn't encouraging, and with 21 similar products already out there, it's clear that standing out will be tough. Engagement with these similar products is low, with an average of only 3 comments per product launch. This suggests it's a challenge to capture user interest and that most product launches in this category are not memorable or successful. Since we don't have strong positive signals for 'use' or 'buy' from comparable products, it's difficult to gauge the demand. Given the mediocre success of similar solutions, be prepared to face significant headwinds and competition. Unless you offer something radically different or target an underserved niche, achieving profitability and recognition will be an uphill battle. Proceed with extreme caution and a clear understanding of the risks involved.
You're entering a crowded space with your AI-powered real estate report generator and property organizer. The "Swamp" category isn't encouraging, and with 21 similar products already out there, it's clear that standing out will be tough. Engagement with these similar products is low, with an average of only 3 comments per product launch. This suggests it's a challenge to capture user interest and that most product launches in this category are not memorable or successful. Since we don't have strong positive signals for 'use' or 'buy' from comparable products, it's difficult to gauge the demand. Given the mediocre success of similar solutions, be prepared to face significant headwinds and competition. Unless you offer something radically different or target an underserved niche, achieving profitability and recognition will be an uphill battle. Proceed with extreme caution and a clear understanding of the risks involved.
An AI-powered approach transforms how you do property inventory inspections and reports with organised, transparent, and efficient.
Rea turbocharges your investing journey with AI. Simply uploading the the property data like MLS data sheet, Rea offers rapid, in-depth analysis of properties in minutes.
Strata Reports turns complex condo documents into comprehensive insights with AI, helping buyers and real estate professionals make informed decisions.
While LLMs like ChatGPT have revolutionized content creation, they still cannot create factual and visually-appealing data-intensive content that many industries such as real estate brokers, consultants or financial advisors need. With Dataherald AI (https://www.dataherald.com/sign-up), we made a technical preview of a tool that can automate the creation of data-intensive content for real estate professionals. Users can enter their queries and questions in a prompt-based interface about real estate market trends and the system returns factual text and accompanying data visualizations. The core engine works in three steps:1- Extract intent and entities from the user prompt (the metric they want, date ranges and location)2- Query structured data from various sources in our data warehouses3- Construct the final text and accompanying data visualization.In the first iterations we trained our model for the extraction step and used templated SQL with variables for entities in step 2. However with the release of GPT-4 and rapid development of LangChain we soon migrated to building on the LangChain framework and relying on GPT-4 to write SQL on the fly. From LangChain we use PromptTemplates, Memory, Example Selectors and Chains heavily. The three steps described above eventually became three chains we built and optimized.Overall we love Langchain. It allowed us to release quickly and leverage abstractions which cleaned up our code. One of the best parts about building on LangChain is the active community on Discord. However it is a sprawling framework and some components still do not seem ready for use in production. For example, we gave up on using SQLAgent pretty early on since it failed some easy testing.Some of the other challenges we faced: - GPT-4 is very slow and in our experience GPT3.5–turbo does not work well for building complex SQL queries on the fly. As a result the three chains currently take an average of 27s to produce an answer unless it is already cached.- When working with SQL results and structured datasets, you quickly hit the token limit when passing the SQL results to the LLM. We did not have access to the 32K context window, so once that is rolled out this should be less of a concern.- How to test? There does not seem to be many QA tools for LLM applications. We ended up building our own solutions to score generated content and flag low scores so we can add examples to our prompts.Looking forward to the next few weeks, we plan on delivering the following:1- Templates that allow users to create content that is optimized for blog posts and social media posts out of the box.2- Fix some limitations in prompts we can handle. You currently can’t compare across geo types (city with national trends).3- Add more datasets covering neighborhood level data.4- Add more chart and map types and viz customization featuresWould love to hear the community's thoughts. Are there tools or approaches that we should have considered? Does anyone use Langchain’s SQLAgent in production? Know any real estate professionals we should talk to?
Dataherald AI automates data-intensive content for real estate.
GPT-4 slow, GPT-3.5-turbo fails complex SQL, token limit issues.
Designed for busy realtors, our AI tool delivers fast and accurate real estate descriptions for your property listings. Upload images or provide a draft, and let AI do the rest.
Users experienced issues with form validation, reporting fields being marked as forgotten when they were not, and encountering daily limits. There were positive comments including encouragement, good luck wishes with emojis, compliments on the product's construction, and expressed excitement. Users highlight the AI tool's ability to quickly and accurately generate real estate descriptions, with one user describing it as 'pretty darn cool!' and congratulating the team.
Users criticized the product launch for having a form that incorrectly flagged missing fields. Additionally, some users reported that they quickly reached the daily limit, suggesting the limit was too restrictive or the product was in high demand but lacked sufficient capacity.
We offer the power to transform Real Estate content into captivating narratives with AI powered content generation tool. We empower investor's decisions, and make them stay ahead in real estate market with AI driven real estate predictions and insights.
PropGenius.ai is an AI platform for real estate, offering automated content generation. Users praise its ability to quickly generate real estate social media posts. The product descriptions are well-written, and it's considered one of the best content generation solutions in the real estate sector.
Generate high-converting, SEO-optimized real estate listing descriptions in seconds. Elevate your listings and save time with our AI-powered tool.
Users suggest Airbnb listing description generation as a new feature for Easylisting. There is positive feedback regarding the alignment of the listing output with existing listings, showcasing the practical application of LLM technology. Users congratulated the Easylisting team and expressed wishes for success with the launch.
PropertyPen is the artificial intelligence-powered platform that helps your team save time when creating listings for your properties
Ailliot Generative AI enhance productivity in the real estate sector. It automates the creation of property listings, allowing businesses to focus on closing deals rather than content generation.
Ailliot Generative AI's Product Hunt launch has garnered positive feedback and congratulations, with users highlighting its potential to revolutionize real estate listing writing and automate property listings. Questions were raised regarding accuracy guardrails, regional customization, real estate success stories, and language compatibility. Interest was expressed in variants for other niches. One user reported a broken Twitter link. The product is seen as suitable for rental property owners.
Users reported issues with the product launch, including concerns about AI guardrails against false information. A free trial session expired prematurely, resulting in an error message. Additionally, the Twitter link to the company profile was found to be non-functional.
Leverages AI technology to create high-quality, detailed, compelling real estate listings that potential buyers cannot resist.
The product launch received numerous congratulations and well wishes. Users praised the idea behind the real estate listing solution, with one commenter specifically highlighting the real estate dictionary as a valuable feature even for those outside the real estate industry. There's overall positive sentiment surrounding the launch and the product's concept.
You answer 10 questions about your sales or rent object. And AI will create a fully tailored and creative real estate sales brochure. Structured in 4 different slides with a beautiful design template.
Users find the idea brilliant. One user requests the ability to choose a listing theme and confirmation if the theme is single.
Discover RapidREI, the AI-powered platform that helps investors find motivated sellers, explore creative financing, access comprehensive property listings, and generate instant cash offers. Join today to supercharge your real estate investment process.
We are transforming the real estate industry by boosting efficiency and simplifying tasks like listing creation and content generation.
With just a few taps, our app analyzes the real estate market and delivers up-to-the-minute insights, empowering you to make informed decisions backed by real, actionable data. Our AI will help you maximize rental income and improve occupancy rates.
Still spending hours on property listings? Save time and boost earnings with AI-powered Smart Listing: Automatically create descriptions from images, highlight location benefits, improve online visibility and answer tenant questions 24/7 and more.
ML-tool for predicting real estate prices in Dubai with explanations of key factors. Trained on millions of transactions. Discover your property’s value!
The most accurate and up-to-date valuations, market trends, and property data. Powered by AI.
Realtor Buddy streamlines your marketing, writing, and lead management. Generate listing descriptions in second with AI. Spend more time closing deals and less time on busywork—your new real estate partner awaits!
The world's first AI-powered Real Estate Super App. From finding your dream home to closing, reAlpha streamlines the entire process with AI-insights and 24/7 support.
The Product Hunt launch received overwhelmingly positive feedback, with users praising the AI-powered features and the potential to revolutionize the homebuying process. Many congratulated the team and highlighted the app's innovative approach to modernizing the real estate industry. Specific requests included Android availability, tools for tracking the buying process, specific home criteria, market analysis tools and updates. The commission-free homebuying aspect and the combination of AI with practical features were also noted as key strengths.
The feedback received primarily requests features tailored for real estate investors, specifically ROI calculators. This suggests a desire for more specialized tools to assist in investment analysis and decision-making within the real estate domain.
